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Parker MT, Amar S, Campoy JA, Krause K, Tusso S, Marek M, Huettel B, Schneeberger K. Scalable eQTL mapping using single-nucleus RNA-sequencing of recombined gametes from a small number of individuals. PLoS Biol 2025; 23:e3003085. [PMID: 40279341 PMCID: PMC12119024 DOI: 10.1371/journal.pbio.3003085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Revised: 05/28/2025] [Accepted: 02/25/2025] [Indexed: 04/27/2025] Open
Abstract
Phenotypic differences between individuals of a species are often caused by differences in gene expression, which are in turn caused by genetic variation. Expression quantitative trait locus (eQTL) analysis is a methodology by which we can identify such causal variants. Scaling eQTL analysis is costly due to the expense of generating mapping populations, and the collection of matched transcriptomic and genomic information. We developed a rapid eQTL analysis approach using single-cell/nucleus RNA sequencing of gametes from a small number of heterozygous individuals. Patterns of inherited polymorphisms are used to infer the recombinant genomes of thousands of individual gametes and identify how different haplotypes correlate with variation in gene expression. Applied to Arabidopsis pollen nuclei, our approach uncovers both cis- and trans-eQTLs, ultimately mapping variation in a master regulator of sperm cell development that affects the expression of hundreds of genes. This establishes snRNA-sequencing as a powerful, cost-effective method for the mapping of meiotic recombination, addressing the scalability challenges of eQTL analysis and enabling eQTL mapping in specific cell-types.
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Affiliation(s)
- Matthew T. Parker
- Department of Chromosome Biology, Max Planck Institute for Plant Breeding Research, Cologne, Germany
| | - Samija Amar
- Department of Chromosome Biology, Max Planck Institute for Plant Breeding Research, Cologne, Germany
| | - José A. Campoy
- Department of Chromosome Biology, Max Planck Institute for Plant Breeding Research, Cologne, Germany
| | - Kristin Krause
- Department of Chromosome Biology, Max Planck Institute for Plant Breeding Research, Cologne, Germany
| | - Sergio Tusso
- Faculty of Biology, Ludwig-Maximilians-Universität München, Planegg-Martinsried, Germany
| | | | | | - Korbinian Schneeberger
- Department of Chromosome Biology, Max Planck Institute for Plant Breeding Research, Cologne, Germany
- Faculty of Biology, Ludwig-Maximilians-Universität München, Planegg-Martinsried, Germany
- Cluster of Excellence on Plant Sciences (CEPLAS), Heinrich-Heine University, Düsseldorf, Germany
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Pelé A, Falque M, Lodé-Taburel M, Huteau V, Morice J, Coriton O, Martin OC, Chèvre AM, Rousseau-Gueutin M. Genomic Divergence Shaped the Genetic Regulation of Meiotic Homologous Recombination in Brassica Allopolyploids. Mol Biol Evol 2025; 42:msaf073. [PMID: 40173423 PMCID: PMC11982612 DOI: 10.1093/molbev/msaf073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2024] [Revised: 03/05/2025] [Accepted: 03/06/2025] [Indexed: 04/04/2025] Open
Abstract
The tight regulation of meiotic recombination between homologs is disrupted in Brassica AAC allotriploids, a genomic configuration that may have facilitated the formation of rapeseed (Brassica napus L.) ∼7,500 years ago. Indeed, the presence of the haploid C genome induces supernumerary crossovers between homologous A chromosomes with dramatically reshaped distribution. However, the genetic mechanisms driving this phenomenon and their divergence between nascent and established lineages remain unclear. To address these concerns, we generated hybrids carrying additional C chromosomes derived either from an established lineage of the allotetraploid B. napus or from its diploid progenitor B. oleracea. We then assessed recombination variation across twelve populations by mapping male meiotic crossovers using single nucleotide polymorphism markers evenly distributed across the sequenced A genome. Our findings reveal that the C09 chromosome of B. oleracea is responsible for the formation of additional crossovers near pericentromeric regions. Interestingly, its counterpart from an established lineage of B. napus shows no significant effect on its own, despite having a similar content of meiotic genes. However, we showed that the B. napus C09 chromosome influences crossover formation through inter-chromosomal epistatic interactions with other specific C chromosomes. These results provide new insights into the genetic regulation of homologous recombination in Brassica and emphasize the role of genomic divergence since the formation of the allopolyploid B. napus.
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Affiliation(s)
- Alexandre Pelé
- IGEPP, INRAE, Institut Agro, Univ Rennes, Le Rheu 35653, France
- Laboratory of Genome Biology, Institute of Molecular Biology and Biotechnology, Adam Mickiewicz University in Poznan, Poznan 61-614, Poland
| | - Matthieu Falque
- INRAE, CNRS, AgroParisTech, GQE—Le Moulon, Université Paris-Saclay, Gif-sur-Yvette 91190, France
| | | | - Virginie Huteau
- IGEPP, INRAE, Institut Agro, Univ Rennes, Le Rheu 35653, France
| | - Jérôme Morice
- IGEPP, INRAE, Institut Agro, Univ Rennes, Le Rheu 35653, France
| | - Olivier Coriton
- IGEPP, INRAE, Institut Agro, Univ Rennes, Le Rheu 35653, France
| | - Olivier C Martin
- Université Paris-Saclay, CNRS, INRAE, Université Evry, Institute of Plant Sciences Paris-Saclay (IPS2), Gif-sur-Yvette 91190, France
- Université Paris Cité, CNRS, INRAE, Institute of Plant Sciences Paris-Saclay (IPS2), Gif-sur-Yvette 91190, France
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Boideau F, Huteau V, Maillet L, Brunet A, Coriton O, Deniot G, Trotoux G, Taburel-Lodé M, Eber F, Gilet M, Baron C, Boutte J, Richard G, Aury JM, Belser C, Labadie K, Morice J, Falentin C, Martin O, Falque M, Chèvre AM, Rousseau-Gueutin M. Alternating between even and odd ploidy levels switches on and off the recombination control, even near the centromeres. THE PLANT CELL 2024; 36:4472-4490. [PMID: 39121028 PMCID: PMC11449113 DOI: 10.1093/plcell/koae208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 07/12/2024] [Indexed: 08/11/2024]
Abstract
Meiotic recombination is a key biological process in plant evolution and breeding, as it generates genetic diversity in each generation through the formation of crossovers (COs). However, due to their importance in genome stability, COs are highly regulated in frequency and distribution. We previously demonstrated that this strict regulation of COs can be modified, both in terms of CO frequency and distribution, in allotriploid Brassica hybrids (2n = 3x = 29; AAC) resulting from a cross between Brassica napus (2n = 4x = 38; AACC) and Brassica rapa (2n = 2x = 20; AA). Using the recently updated B. napus genome now including pericentromeres, we demonstrated that COs occur in these cold regions in allotriploids, as close as 375 kb from the centromere. Reverse transcription quantitative PCR (RT-qPCR) of various meiotic genes indicated that Class I COs are likely involved in the increased recombination frequency observed in allotriploids. We also demonstrated that this modified recombination landscape can be maintained via successive generations of allotriploidy (odd ploidy level). This deregulated meiotic behavior reverts to strict regulation in allotetraploid (even ploidy level) progeny in the second generation. Overall, we provide an easy way to manipulate tight recombination control in a polyploid crop.
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Affiliation(s)
- Franz Boideau
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Virginie Huteau
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Loeiz Maillet
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Anael Brunet
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Olivier Coriton
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Gwenaëlle Deniot
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Gwenn Trotoux
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | | | - Frédérique Eber
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Marie Gilet
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Cécile Baron
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Julien Boutte
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Gautier Richard
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Jean-Marc Aury
- Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91057 Evry, France
| | - Caroline Belser
- Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91057 Evry, France
| | - Karine Labadie
- Genoscope, Institut François Jacob, CEA, Université Paris-Saclay, 91057 Evry, France
| | - Jérôme Morice
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Cyril Falentin
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
| | - Olivier Martin
- Institute of Plant Sciences Paris-Saclay, Université de Paris-Saclay, Paris-Cité and Evry, CNRS, INRAE, 91192 Gif-sur-Yvette, France
- Université Paris-Saclay, INRAE, CNRS, AgroParisTech, GQE—Le Moulon, 91190 Gif-sur-Yvette, France
| | - Matthieu Falque
- Université Paris-Saclay, INRAE, CNRS, AgroParisTech, GQE—Le Moulon, 91190 Gif-sur-Yvette, France
| | - Anne-Marie Chèvre
- IGEPP, INRAE, Institut Agro, Université de Rennes, 35650 Le Rheu, France
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